Wildland Forest Fire Smoke Detection Based on Faster R-CNN using Synthetic Smoke Images

In this paper, Faster R-CNN was used to detect wildland forest fire smoke to avoid the complex manually feature extraction process in traditional video smoke detection methods. Synthetic smoke images are produced by inserting real smoke or simulative smoke into forest background to solve the lack of...

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Bibliographic Details

Published in:	Procedia engineering Vol. 211; pp. 441 - 446
Main Authors:	Zhang, Qi-xing, Lin, Gao-hua, Zhang, Yong-ming, Xu, Gao, Wang, Jin-jun
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 2018
Subjects:	deep learning faster R-CNN synthetic smoke image video smoke detection wildland forest fire smoke faster R-CNN deep learning synthetic smoke image wildland forest fire smoke video smoke detection
ISSN:	1877-7058, 1877-7058
Online Access:	Get full text
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